Triple

T17172619
Position Surface form Disambiguated ID Type / Status
Subject Khujo E416773 entity
Predicate notableWork P4 FINISHED
Object Khujo Goodie (album)
"Khujo Goodie" is the debut solo studio album by American rapper Khujo, known for his work with the Southern hip hop group Goodie Mob.
E1253344 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Khujo Goodie (album) | Statement: [Khujo, notableWork, Khujo Goodie (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khujo Goodie (album)
Context triple: [Khujo, notableWork, Khujo Goodie (album)]
  • A. Kholo Kholo
    "Kholo Kholo" is an inspirational Hindi song from the acclaimed film *Taare Zameen Par*, known for its uplifting message about self-expression and freedom.
  • B. Goodies (album)
    Goodies is the 2004 debut studio album by American singer Ciara, featuring a blend of crunk&B and R&B that launched her to fame with hits like the title track and "1, 2 Step."
  • C. The Good & The Bad (album)
    The Good & The Bad is the debut studio album by American actor and singer Anthony Ramos, blending pop, R&B, and soul influences to explore themes of love, identity, and personal growth.
  • D. The Good the Bad and the Funky
    "The Good the Bad and the Funky" is a studio album by the American new wave band Tom Tom Club that blends funk, dance, and eclectic pop influences.
  • E. Jukebox Joints
    "Jukebox Joints" is a psychedelic, jazz-infused hip-hop track by A$AP Rocky featuring Joe Fox and Kanye West, known for its lush production and nostalgic, laid-back vibe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Khujo Goodie (album)
Triple: [Khujo, notableWork, Khujo Goodie (album)]
Generated description
"Khujo Goodie" is the debut solo studio album by American rapper Khujo, known for his work with the Southern hip hop group Goodie Mob.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khujo Goodie (album)
Target entity description: "Khujo Goodie" is the debut solo studio album by American rapper Khujo, known for his work with the Southern hip hop group Goodie Mob.
  • A. Kholo Kholo
    "Kholo Kholo" is an inspirational Hindi song from the acclaimed film *Taare Zameen Par*, known for its uplifting message about self-expression and freedom.
  • B. Goodies (album)
    Goodies is the 2004 debut studio album by American singer Ciara, featuring a blend of crunk&B and R&B that launched her to fame with hits like the title track and "1, 2 Step."
  • C. The Good & The Bad (album)
    The Good & The Bad is the debut studio album by American actor and singer Anthony Ramos, blending pop, R&B, and soul influences to explore themes of love, identity, and personal growth.
  • D. The Good the Bad and the Funky
    "The Good the Bad and the Funky" is a studio album by the American new wave band Tom Tom Club that blends funk, dance, and eclectic pop influences.
  • E. Jukebox Joints
    "Jukebox Joints" is a psychedelic, jazz-infused hip-hop track by A$AP Rocky featuring Joe Fox and Kanye West, known for its lush production and nostalgic, laid-back vibe.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0ac22481909e992bb3a6ba36ad completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148415c788190a4248b097f323d03 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0148efb45081908734c785d8fb833a completed May 11, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01495631588190a0670ca71dee7b36 completed May 11, 2026, 3:13 a.m.
Created at: April 10, 2026, 5:37 a.m.